Parameter Estimation Algorithms for Kinetic Modeling from Noisy Data.
Fabiana ZamaDario FrascariDavide PinelliA. E. Molina BaccaPublished in: System Modelling and Optimization (2015)
Keyphrases
- noisy data
- parameter estimation
- noise tolerant
- maximum likelihood
- model selection
- least squares
- markov random field
- em algorithm
- estimation problems
- parameter values
- high dimensional
- random fields
- approximate inference
- model fitting
- noise free
- nearest neighbor
- sliding window
- pairwise
- pattern recognition
- machine learning